FREQCOR_Sel_cof

Selection utilities for filtering (co)spectra used in cut-off frequency computation.

Functions

FREQCOR_Sel_cof

Select (co)spectra used for cut-off frequency computation.

Exceptions

FREQCORSelCofError(message)

Exception raised for errors in FREQCOR_Sel_cof.
exception FREQCOR_Sel_cof.FREQCORSelCofError(message)[source]

Exception raised for errors in FREQCOR_Sel_cof.

__init__(message)[source]
FREQCOR_Sel_cof.FREQCOR_Sel_cof(Icon_sel, Rcon_sel, freq, gss, sps, meteo_df, Hlim, Fclim, LElim, Hlim_max, Fclim_max, LElim_max, FlagVM_T, FlagVM_g, FlagVM_w, FlagF_H, FlagF_g, FVM, FF, outputpath, plot, cospec_abs_limit, run_tag=None)[source]

Select (co)spectra used for cut-off frequency computation.

Tests for spectra all gases

  • Stationarity test (tau, H)

  • VM tests (T)

  • Min value (H, u*)

Tests for spectra specific to gas

  • Stationarity test (Fc or LE)

  • VM tests (c or h)

  • Min value (Fc or LE)

Additional test for CO2 and heat cospectra

  • VM test (w)

Absolute values (depend on stability conditions and gas type):

Minimum value for H (FH), Fc or LE (FG)

Parameters:

  • Icon_sel (pandas.DataFrame) – Ideal content (sel) and real content (sel) (co)spectral data (either cospectra or spectra; depends on sps).

  • Rcon_sel (pandas.DataFrame) – Ideal content (sel) and real content (sel) (co)spectral data (either cospectra or spectra; depends on sps).

  • freq (pandas.Series) – Natural frequencies (Hz). Used for outlier filtering and plotting.

  • gss (int) – Gas species selector.

  • sps (int) – Approach selector (cospectral or spectral).

  • meteo_df (pandas.DataFrame) – Half-hourly meteorological and flux data.

  • Hlim (float) – Flux thresholds used for selection (H + gas flux or LE depending on gss).

  • Fclim (float) – Flux thresholds used for selection (H + gas flux or LE depending on gss).

  • LElim (float) – Flux thresholds used for selection (H + gas flux or LE depending on gss).

  • FlagVM_T (pandas.Series) – Vickers & Mahrt (1997) global flags for temperature, gas concentration, and wind.

  • FlagVM_g (pandas.Series) – Vickers & Mahrt (1997) global flags for temperature, gas concentration, and wind.

  • FlagVM_w (pandas.Series) – Vickers & Mahrt (1997) global flags for temperature, gas concentration, and wind.

  • FlagF_H (pandas.Series) – Mauder & Foken (2004) quality flags for sensible heat flux and gas flux.

  • FlagF_g (pandas.Series) – Mauder & Foken (2004) quality flags for sensible heat flux and gas flux.

  • FVM (float) – Threshold applied to Vickers & Mahrt flags.

  • FF (float) – Threshold applied to Mauder & Foken flags.

  • outputpath (str) – Output directory (used for plots).

  • plot (list[int]) – Plotting options selector.

  • run_tag (str, optional) – Run identifier used to generate plot filenames.

Returns:

  • Icon_cof (pandas.DataFrame) – Quality-filtered ideal (co)spectral data [nfreq, nspec] (either cospectra or spectra; depends on sps).

  • Rcon_cof (pandas.DataFrame) – Quality-filtered real (co)spectral data [nfreq, nspec] (either cospectra or spectra; depends on sps).

Raises: